115 citations
- University of SouthamptonGB9 papers
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- Centro de Astrofísica e GravitaçãoPT1 paper
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hep-th2024
Machine Learning Toric Duality in Brane Tilings
Pietro Capuozzo, Tancredi Schettini Gherardini, Benjamin Suzzoni
We apply a variety of machine learning methods to the study of Seiberg duality within 4d quantum field theories arising on the worldvolumes of D3-branes probing tor…
gr-qc2024★ 15 cited
Incorporation of model accuracy in gravitational wave Bayesian inference
Charlie Hoy, Sarp Akcay, Jake Mac Uilliam +1
Inferring the properties of colliding black holes from gravitational-wave observations is subject to systematic errors arising from modelling uncertainties. Although the accuracy o…
stat.AP2024★ 1 cited
Prospective Prediction of Body Mass Index Trajectories using Multi-task Gaussian Processes
Arthur Leroy, Varsha Gupta, Mya Thway Tint +9
Clinicians often investigate the body mass index (BMI) trajectories of children to assess their growth with respect to their peers, as well as to anticipate future growth and disea…